Difference between revisions of "Harmonic balance method"
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An approximate method for the study of non-linear oscillating systems described by ordinary non-linear differential equations. The essence of the method is to replace the non-linear forces in the oscillating systems by specially-constructed linear functions, so that the theory of linear differential equations may be employed to find approximate solutions of the non-linear systems. | An approximate method for the study of non-linear oscillating systems described by ordinary non-linear differential equations. The essence of the method is to replace the non-linear forces in the oscillating systems by specially-constructed linear functions, so that the theory of linear differential equations may be employed to find approximate solutions of the non-linear systems. | ||
The linear functions are constructed by a special method, known as harmonic linearization. Let the given non-linear function (force) be | The linear functions are constructed by a special method, known as harmonic linearization. Let the given non-linear function (force) be | ||
| − | + | $$ | |
| + | F ( x, \dot{x} ) \equiv \ | ||
| + | \epsilon f ( x, \dot{x} ),\ \ | ||
| + | \dot{x} = | ||
| + | \frac{dx }{dt } | ||
| + | , | ||
| + | $$ | ||
| − | where | + | where $ \epsilon $ |
| + | is a small parameter. Harmonic linearization is the replacement of $ F ( x, \dot{x} ) $ | ||
| + | by the linear function | ||
| − | + | $$ | |
| + | F _ {l} ( x, \dot{x} ) = \ | ||
| + | kx + \lambda \dot{x} , | ||
| + | $$ | ||
| − | where the parameters | + | where the parameters $ k $ |
| + | and $ \lambda $ | ||
| + | are computed by the formulas | ||
| − | + | $$ | |
| + | k ( a) = \ | ||
| + | { | ||
| + | \frac \epsilon {\pi a } | ||
| + | } | ||
| + | \int\limits _ { 0 } ^ { {2 } \pi } | ||
| + | f ( a \cos \psi , - a \omega \sin \psi ) \cos \psi d \psi , | ||
| + | $$ | ||
| − | + | $$ | |
| + | \lambda ( a) = - { | ||
| + | \frac \epsilon {\pi a \omega } | ||
| + | } \int\limits _ { 0 } ^ { {2 } \pi } f ( a \ | ||
| + | \cos \psi , - a \omega \sin \psi ) \sin \psi d \psi , | ||
| + | $$ | ||
| − | + | $$ | |
| + | \psi = \omega t + \theta . | ||
| + | $$ | ||
| − | If | + | If $ x = a \cos ( \omega t + \theta ) $, |
| + | $ a = \textrm{ const } $, | ||
| + | $ \omega = \textrm{ const } $, | ||
| + | $ \theta = \textrm{ const } $, | ||
| + | the non-linear force $ F( x, \dot{x} ) $ | ||
| + | is a periodic function of time, and its Fourier series expansion contains, generally speaking, an infinite number of [[Harmonics|harmonics]], having the frequencies $ n \omega $, | ||
| + | $ n = 1, 2 \dots $ | ||
| + | i.e. it is of the form | ||
| − | + | $$ \tag{1 } | |
| + | F ( x, \dot{x} ) = \ | ||
| + | \sum _ {n = 0 } ^ \infty | ||
| + | F _ {n} \cos ( n \omega t + \theta _ {n} ). | ||
| + | $$ | ||
| − | The term | + | The term $ F _ {1} \cos ( \omega t + \theta _ {1} ) $ |
| + | is called the fundamental harmonic of the expansion (1). The amplitude and the phase of the linear function $ F _ {l} $ | ||
| + | coincide with the respective characteristics of the fundamental harmonic of the non-linear force. | ||
For the differential equation | For the differential equation | ||
| − | + | $$ \tag{2 } | |
| + | \dot{x} dot + \omega ^ {2} x + F ( x, \dot{x} ) = 0, | ||
| + | $$ | ||
| − | which is typical in the theory of quasi-linear oscillations, the harmonic balance method consists in replacing | + | which is typical in the theory of quasi-linear oscillations, the harmonic balance method consists in replacing $ F( x, \dot{x} ) $ |
| + | by the linear function $ F _ {l} $; | ||
| + | instead of equation (2), one then considers the equation | ||
| − | + | $$ \tag{3 } | |
| + | \dot{x} dot + \lambda \dot{x} + k _ {1} x = 0, | ||
| + | $$ | ||
| − | where | + | where $ k _ {1} = \omega ^ {2} + k $. |
| + | It is usual to call $ F _ {l} $ | ||
| + | the equivalent linear force, $ \lambda $ | ||
| + | the equivalent damping coefficient and $ k _ {1} $ | ||
| + | the equivalent elasticity coefficient. It has been proved that if the non-linear equation (2) has a solution of the form | ||
| − | + | $$ | |
| + | x = a \cos ( \omega t + \theta ), | ||
| + | $$ | ||
where | where | ||
| − | + | $$ | |
| + | \dot{a} = O ( \epsilon ),\ \ | ||
| + | \dot \omega = O ( \epsilon ), | ||
| + | $$ | ||
| − | then the order of the difference between the solutions of (2) and (3) is | + | then the order of the difference between the solutions of (2) and (3) is $ \epsilon ^ {2} $. |
| + | In the harmonic balance method the frequency of the oscillation depends on the amplitude $ a $( | ||
| + | through the quantities $ k $ | ||
| + | and $ \lambda $). | ||
The harmonic balance method is used to find periodic and quasi-periodic oscillations, periodic and quasi-periodic conditions in automatic control theory, as well as stationary conditions, and in the studies of their stability. It is extensively used in [[Automatic control theory|automatic control theory]]. | The harmonic balance method is used to find periodic and quasi-periodic oscillations, periodic and quasi-periodic conditions in automatic control theory, as well as stationary conditions, and in the studies of their stability. It is extensively used in [[Automatic control theory|automatic control theory]]. | ||
Latest revision as of 19:43, 5 June 2020
An approximate method for the study of non-linear oscillating systems described by ordinary non-linear differential equations. The essence of the method is to replace the non-linear forces in the oscillating systems by specially-constructed linear functions, so that the theory of linear differential equations may be employed to find approximate solutions of the non-linear systems.
The linear functions are constructed by a special method, known as harmonic linearization. Let the given non-linear function (force) be
$$ F ( x, \dot{x} ) \equiv \ \epsilon f ( x, \dot{x} ),\ \ \dot{x} = \frac{dx }{dt } , $$
where $ \epsilon $ is a small parameter. Harmonic linearization is the replacement of $ F ( x, \dot{x} ) $ by the linear function
$$ F _ {l} ( x, \dot{x} ) = \ kx + \lambda \dot{x} , $$
where the parameters $ k $ and $ \lambda $ are computed by the formulas
$$ k ( a) = \ { \frac \epsilon {\pi a } } \int\limits _ { 0 } ^ { {2 } \pi } f ( a \cos \psi , - a \omega \sin \psi ) \cos \psi d \psi , $$
$$ \lambda ( a) = - { \frac \epsilon {\pi a \omega } } \int\limits _ { 0 } ^ { {2 } \pi } f ( a \ \cos \psi , - a \omega \sin \psi ) \sin \psi d \psi , $$
$$ \psi = \omega t + \theta . $$
If $ x = a \cos ( \omega t + \theta ) $, $ a = \textrm{ const } $, $ \omega = \textrm{ const } $, $ \theta = \textrm{ const } $, the non-linear force $ F( x, \dot{x} ) $ is a periodic function of time, and its Fourier series expansion contains, generally speaking, an infinite number of harmonics, having the frequencies $ n \omega $, $ n = 1, 2 \dots $ i.e. it is of the form
$$ \tag{1 } F ( x, \dot{x} ) = \ \sum _ {n = 0 } ^ \infty F _ {n} \cos ( n \omega t + \theta _ {n} ). $$
The term $ F _ {1} \cos ( \omega t + \theta _ {1} ) $ is called the fundamental harmonic of the expansion (1). The amplitude and the phase of the linear function $ F _ {l} $ coincide with the respective characteristics of the fundamental harmonic of the non-linear force.
For the differential equation
$$ \tag{2 } \dot{x} dot + \omega ^ {2} x + F ( x, \dot{x} ) = 0, $$
which is typical in the theory of quasi-linear oscillations, the harmonic balance method consists in replacing $ F( x, \dot{x} ) $ by the linear function $ F _ {l} $; instead of equation (2), one then considers the equation
$$ \tag{3 } \dot{x} dot + \lambda \dot{x} + k _ {1} x = 0, $$
where $ k _ {1} = \omega ^ {2} + k $. It is usual to call $ F _ {l} $ the equivalent linear force, $ \lambda $ the equivalent damping coefficient and $ k _ {1} $ the equivalent elasticity coefficient. It has been proved that if the non-linear equation (2) has a solution of the form
$$ x = a \cos ( \omega t + \theta ), $$
where
$$ \dot{a} = O ( \epsilon ),\ \ \dot \omega = O ( \epsilon ), $$
then the order of the difference between the solutions of (2) and (3) is $ \epsilon ^ {2} $. In the harmonic balance method the frequency of the oscillation depends on the amplitude $ a $( through the quantities $ k $ and $ \lambda $).
The harmonic balance method is used to find periodic and quasi-periodic oscillations, periodic and quasi-periodic conditions in automatic control theory, as well as stationary conditions, and in the studies of their stability. It is extensively used in automatic control theory.
References
| [1] | N.M. Krylov, N.N. Bogolyubov, "Introduction to non-linear mechanics" , Princeton Univ. Press (1947) (Translated from Russian) |
| [2] | N.N. Bogolyubov, Yu.A. Mitropol'skii, "Asymptotic methods in the theory of non-linear oscillations" , Hindushtan Publ. Comp. , Delhi (1961) (Translated from Russian) |
| [3] | E.P. Popov, I.P. Pal'tov, "Approximate methods for studying non-linear automatic systems" , Translation Services , Ohio (1963) (Translated from Russian) |
Harmonic balance method. Encyclopedia of Mathematics. URL: http://encyclopediaofmath.org/index.php?title=Harmonic_balance_method&oldid=14745